How do I analyse a job description?

Read the conditions first (location, office days, on-call, notice period), then separate the must-have requirements from the nice-to-haves, then look for the real scope in the details, such as team size or a migration in progress. Ground Reality does this for every verified job on ASAI and shows the result in five short blocks.

What is the notice period in a job description?

It is the most time the company will wait for you to join after you accept, usually stated in days, for example “immediate joiners or a notice period of 30 days or less”. Ground Reality shows the maximum days and the post's exact phrase.

What does Ground Reality show?

Five blocks: what is easy to miss, the job in short, how they describe the team, what is different about the role, and the joining terms, including the notice period.

Is Ground Reality free?

Ground Reality comes with the 60-Day Pass and works on every job. With a free account you see which sections it would cover for a job and how long the full post is.

Do I need to paste the job description?

No. Ground Reality runs on every verified job on ASAI. Open a job and switch to the Ground Reality tab.

Ground Reality

Know what a job description really says, in a minute

Job posts bury the things that decide whether a role fits you: on-call, office days, the notice period, the real scope. Ground Reality reads the whole post and brings those to the top, in five short blocks, on every verified job you open.

Browse verified jobs

Ground Reality comes with the 60-Day Pass, on every job.

Sample · real ASAI output for the example job, Senior Backend Engineer at Spanwise

Senior Backend Engineer, Platform

Spanwise · Bengaluru · Ground Reality

Sample

The job post1,180 words

Ground Reality131 words

Easy to miss

Expect to participate in an on-call rotation one week in every four.

The job, in short

Design and build Kafka consumers to replace existing hourly batch ingestion jobs.
Implement per-tenant rate limiting and back-pressure mechanisms for high-throughput data pipelines.

Joining

Notice period of 30 days or less preferred

immediate joiners or a notice period of 30 days or less

Also in the full read: how they describe the team and what's different about this role.

One in four engineering job posts we track runs past 650 words. (ASAI data, 21 October 2026)

How it works

How a 1,180-word post becomes a one-minute read

It strips the boilerplate
About-us paragraphs, benefits lists and equal-opportunity text go first, including the blocks a company repeats on every post.
It reads the rest against the job card
It knows what the card already shows you, like the title and city, so it only surfaces what the card does not.
It pulls up what is easy to miss
Conditions buried in the prose, or implied by two parts of the post read together: on-call, office days, a lead role in all but title.
It sorts the rest into short blocks
The job in short, how they describe the team, what is different about the role, and when you would need to join.

Read for how hiring works in India

The notice period decides whether you can take a role at all, so Ground Reality reads it exactly: the most days the company will wait, and the post's own words for it. Office days and on-call get the same treatment, wherever in the post they hide.

How to read a job description yourself

When you read a post without Ground Reality, read it in this order:

Read the conditions before the requirements: location, office days, on-call, notice period. One of them can rule the role out before skills matter.
Split the must-haves from the nice-to-haves. “A strong plus” is not a requirement.
Look for scope in the details. “Review designs for a team of six” describes a lead role, whatever the title says.
Note what the team is changing. A migration in progress is different work from maintaining a stable system.

On every job, with nothing to paste

Ground Reality sits in a second tab on every job description on ASAI, beside the full text. Open a job and switch tabs.

One Pass opens all four tools

₹149 for 60 days. Ground Reality and Insider Path on every job, plus 10 tailored resumes or 2 mock interviews. 2 tailored resumes free first.

One-time payment, tax included. Nothing renews. Full refund within 7 days of your first purchase. No questions. Email or WhatsApp us.

Compare plans

Questions people ask

How do I analyse a job description?: Read the conditions first (location, office days, on-call, notice period), then separate the must-have requirements from the nice-to-haves, then look for the real scope in the details, such as team size or a migration in progress. Ground Reality does this for every verified job on ASAI and shows the result in five short blocks.
What is the notice period in a job description?: It is the most time the company will wait for you to join after you accept, usually stated in days, for example “immediate joiners or a notice period of 30 days or less”. Ground Reality shows the maximum days and the post's exact phrase.
What does Ground Reality show?: Five blocks: what is easy to miss, the job in short, how they describe the team, what is different about the role, and the joining terms, including the notice period.
Is Ground Reality free?: Ground Reality comes with the 60-Day Pass and works on every job. With a free account you see which sections it would cover for a job and how long the full post is.
Do I need to paste the job description?: No. Ground Reality runs on every verified job on ASAI. Open a job and switch to the Ground Reality tab.

The other three tools

Try it on a live job

Every job on ASAI comes from the company's own careers page, checked about once an hour.

QA Engineer jobs in Bengaluru DevOps Engineer jobs in Bengaluru QA Engineer jobs in Pune NVIDIA Hitachi KPMG India

All jobs by role and city All companies hiring See the full samples

Start with your resume

Upload it once. ASAI scores every verified opening against it, and the four tools work from it on every job.